Key Responsibilities-
Design, build, test, and productionize telecom-domain agents for Nokia s Agentic Control Plane across 5G Core, Packet Core, IMS, and Autonomous Networks.
Skill Requirements-
* Build production-grade AI Agents using LangGraph, LangChain, Semantic Kernel, CrewAI, AutoGen, and LlamaIndex.
* Design Agentic RAG solutions over telecom documentation, alarms, KPIs, topology, inventory, and operational runbooks.
* Implement ingestion, chunking, embeddings, vector retrieval, reranking, grounding, and citation generation.
* Develop AI microservices using Python, FastAPI, REST APIs, AsyncIO, and containerized architectures.
* Create MCP Servers and MCP Clients exposing approved telecom tools, repositories, databases, and APIs.
* Integrate LLMs through Vertex AI and enterprise model gateways with prompt caching and model routing.
* Develop multi-step agent workflows with tool calling, contextual memory, state management, and human approvals.
* Apply 5G Core, IMS, EPC, OSSBSS, assurance, and operational domain expertise to agent design.
* Design structured tool contracts and agent interfaces for reusable telecom capabilities.
* Build evaluation pipelines covering grounding, telecom correctness, hallucination detection, latency, and safety.
* Implement observability for prompts, retrieval quality, tool invocations, token usage, and business outcomes.
* Integrate agents with PostgreSQL, vector databases, KafkaPubSub, enterprise APIs, and telemetry platforms.
* Implement Responsible AI controls, access controls, auditability, approval workflows, and security guardrails.
* Deploy solutions on GKECloud Run using Docker, GitLab CICD, automated testing, and release pipelines.
* Own production rollout, incident analysis, operational readiness, regression testing, and service evolution.
Must-Have Skills-
* Agentic AI
* Mobility 4G Mobility 5G Mobility 6G
